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Current state-of-the-art world models struggle to maintain spatial consistency and reliable state evolution over long-horizon interactions, as revealed by the new PlayWorld benchmark.
VOLA achieves a 69.4% mean vulnerability-rank recall, outperforming existing models by effectively translating visual cues into actionable driving attributes for open-world scenarios.
A physics-guided approach in VeinCast reveals that integrating structured atmospheric relations can significantly enhance the accuracy of medium-range weather forecasts.
ODEWorld achieves high-quality long-horizon predictions and planning-oriented dynamics by seamlessly integrating continuous-time modeling with ODE-based representations.
Achieving a 95.24% win rate in multi-vehicle racing, SGTP redefines real-time planning by integrating game-theoretic principles with GPU-accelerated sampling.
Current ADS testing practices are hampered by major challenges, but an evidence-centered closed-loop framework could revolutionize how we ensure their safety and functionality.
Generate or edit 1024x1024 images on your phone in under a second with DreamLite, a unified diffusion model that rivals server-side performance despite its tiny 0.39B parameters.
